If I drive for Uber am I considered self employed?

 You are required to report all of your income for the year. 

There is not an exception for reporting income for any amount under a particular dollar amount.  You may not be subject to self-employment taxes for amounts under $600, but it does need to be reported for income tax purposes. 

Please see the following information for guidance to enter your income and expenses for being a driver with Uber.